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Deep Neural Network Estimation in Panel Data Models
In this paper we study neural networks and their approximating power in panel data models. We provide asymptotic guarantees on deep feed-forward neural network estimation of the conditional mean, building on the work of Farrell et al. (2021), and explore latent patterns in the cross-section. We use the proposed estimators to forecast the progression of […]
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What’s It Like to Intern at the San Francisco Fed?
Godis Jackson, one of our 2019 summer interns, takes you behind the scenes at Bank headquarters.
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SF Fed Intern Spotlight with Sevan Garibian
What types of projects do San Francisco Fed interns work on? Sevan Garibian shares his experience and final project.
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SF FedViews: September 4, 2025
Andrew Foerster, senior research advisor at the Federal Reserve Bank of San Francisco, shared views on the current economy and the outlook from the Economic Research Department as of September 4, 2025.
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Watch FOMC Rewind: What the Fed’s January 2022 Decision Means for You
What was the Fed’s January 2022 decision? And how does it affect you? FOMC Rewind breaks it down.
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Watch FOMC Rewind: What the Fed’s September 2021 Decision Means for You
How does the Fed’s September 2021 FOMC decision affect you? FOMC Rewind breaks it down.
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Around the District: Exploring Grain Exports in Oregon
Executive Vice President of Public Engagement, Laura Choi, recently visited Columbia Grain International, a global company that sources, processes, and distributes agricultural products based in Oregon.
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Watch FOMC Rewind: What the Fed’s December 2021 Decision Means for You
What was the Fed’s December 2021 decision? And how does it affect you? FOMC Rewind breaks it down.
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Housing Stability and Family Health: Five Things to Know
A robust and growing body of literature points to the importance of pregnancy and early childhood as time periods that influence health, development, and long-term life chances. Less attention, however, has been paid to how housing instability during pregnancy and early childhood affects a person’s health over the long-term.
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Weather-Adjusted Employment Change
Updated 11/20/2025 The Weather-Adjusted Employment Change data page provides estimates of monthly weather-adjusted employment changes in the United States. Starting with the official Bureau of Labor Statistics (BLS) series on the monthly change in total nonfarm payroll employment, we adjust for the employment effects of atypical seasonal weather, defined as deviations from historical seasonal norms […]